Support shared database snapshot (#1403)

* Support shared database snapshot

Allow multiple workers to share a CONSISTENT database snapshot. The
motivating use case is SQL database snapshot loading, where it is too
slow to depend on one worker to load everything.

This currently is postgresql-specific, but will be improved to be
vendor-independent.

Also made sure AppEngineEnvironment.java clears the cached environment
in call cases when tearing down.
This commit is contained in:
Weimin Yu
2021-11-01 13:01:37 -04:00
committed by GitHub
parent 395ed19601
commit f793ca5b68
9 changed files with 369 additions and 11 deletions
@@ -0,0 +1,88 @@
// Copyright 2021 The Nomulus Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package google.registry.beam.common;
import static com.google.common.base.Preconditions.checkState;
import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
import com.google.common.flogger.FluentLogger;
import java.util.List;
import javax.persistence.EntityManager;
import javax.persistence.EntityTransaction;
/**
* A database snapshot shareable by concurrent queries from multiple database clients. A snapshot is
* uniquely identified by its {@link #getSnapshotId snapshotId}, and must stay open until all
* concurrent queries to this snapshot have attached to it by calling {@link
* google.registry.persistence.transaction.JpaTransactionManager#setDatabaseSnapshot}. However, it
* can be closed before those queries complete.
*
* <p>This feature is <em>Postgresql-only</em>.
*
* <p>To support large queries, transaction isolation level is fixed at the REPEATABLE_READ to avoid
* exhausting predicate locks at the SERIALIZABLE level.
*/
// TODO(b/193662898): vendor-independent support for richer transaction semantics.
public class DatabaseSnapshot implements AutoCloseable {
private static final FluentLogger logger = FluentLogger.forEnclosingClass();
private String snapshotId;
private EntityManager entityManager;
private EntityTransaction transaction;
private DatabaseSnapshot() {}
public String getSnapshotId() {
checkState(entityManager != null, "Snapshot not opened yet.");
checkState(entityManager.isOpen(), "Snapshot already closed.");
return snapshotId;
}
private DatabaseSnapshot open() {
entityManager = jpaTm().getStandaloneEntityManager();
transaction = entityManager.getTransaction();
transaction.setRollbackOnly();
transaction.begin();
entityManager
.createNativeQuery("SET TRANSACTION ISOLATION LEVEL REPEATABLE READ")
.executeUpdate();
List<?> snapshotIds =
entityManager.createNativeQuery("SELECT pg_export_snapshot();").getResultList();
checkState(snapshotIds.size() == 1, "Unexpected number of snapshots: %s", snapshotIds.size());
snapshotId = (String) snapshotIds.get(0);
return this;
}
@Override
public void close() {
if (transaction != null && transaction.isActive()) {
try {
transaction.rollback();
} catch (Exception e) {
logger.atWarning().withCause(e).log("Failed to close a Database Snapshot");
}
}
if (entityManager != null && entityManager.isOpen()) {
entityManager.close();
}
}
public static DatabaseSnapshot createSnapshot() {
return new DatabaseSnapshot().open();
}
}
@@ -138,6 +138,9 @@ public final class RegistryJpaIO {
abstract Coder<T> coder();
@Nullable
abstract String snapshotId();
abstract Builder<R, T> toBuilder();
@Override
@@ -145,7 +148,9 @@ public final class RegistryJpaIO {
public PCollection<T> expand(PBegin input) {
return input
.apply("Starting " + name(), Create.of((Void) null))
.apply("Run query for " + name(), ParDo.of(new QueryRunner<>(query(), resultMapper())))
.apply(
"Run query for " + name(),
ParDo.of(new QueryRunner<>(query(), resultMapper(), snapshotId())))
.setCoder(coder())
.apply("Reshuffle", Reshuffle.viaRandomKey());
}
@@ -162,6 +167,18 @@ public final class RegistryJpaIO {
return toBuilder().coder(coder).build();
}
/**
* Specifies the database snapshot to use for this query.
*
* <p>This feature is <em>Postgresql-only</em>. User is responsible for keeping the snapshot
* available until all JVM workers have started using it by calling {@link
* JpaTransactionManager#setDatabaseSnapshot}.
*/
// TODO(b/193662898): vendor-independent support for richer transaction semantics.
public Read<R, T> withSnapshot(String snapshotId) {
return toBuilder().snapshotId(snapshotId).build();
}
static <R, T> Builder<R, T> builder() {
return new AutoValue_RegistryJpaIO_Read.Builder<R, T>()
.name(DEFAULT_NAME)
@@ -179,6 +196,8 @@ public final class RegistryJpaIO {
abstract Builder<R, T> coder(Coder coder);
abstract Builder<R, T> snapshotId(@Nullable String sharedSnapshotId);
abstract Read<R, T> build();
Builder<R, T> criteriaQuery(CriteriaQuerySupplier<R> criteriaQuery) {
@@ -201,17 +220,28 @@ public final class RegistryJpaIO {
static class QueryRunner<R, T> extends DoFn<Void, T> {
private final RegistryQuery<R> query;
private final SerializableFunction<R, T> resultMapper;
// java.util.Optional is not serializable. Use of Guava Optional is discouraged.
@Nullable private final String snapshotId;
QueryRunner(RegistryQuery<R> query, SerializableFunction<R, T> resultMapper) {
QueryRunner(
RegistryQuery<R> query,
SerializableFunction<R, T> resultMapper,
@Nullable String snapshotId) {
this.query = query;
this.resultMapper = resultMapper;
this.snapshotId = snapshotId;
}
@ProcessElement
public void processElement(OutputReceiver<T> outputReceiver) {
jpaTm()
.transactNoRetry(
() -> query.stream().map(resultMapper::apply).forEach(outputReceiver::output));
() -> {
if (snapshotId != null) {
jpaTm().setDatabaseSnapshot(snapshotId);
}
query.stream().map(resultMapper::apply).forEach(outputReceiver::output);
});
}
}
}
@@ -43,10 +43,22 @@ public class AppEngineEnvironment {
private Environment environment;
/**
* Constructor for use by tests.
*
* <p>All test suites must use the same appId for environments, since when tearing down we do not
* clear cached environments in spawned threads. See {@link #unsetEnvironmentForAllThreads} for
* more information.
*/
public AppEngineEnvironment() {
this("PlaceholderAppId");
/**
* Use AppEngineExtension's appId here so that ofy and sql entities can be compared with {@code
* Objects#equals()}. The choice of this value does not impact functional correctness.
*/
this("test");
}
/** Constructor for use by applications, e.g., BEAM pipelines. */
public AppEngineEnvironment(String appId) {
environment = createAppEngineEnvironment(appId);
}
@@ -65,7 +77,17 @@ public class AppEngineEnvironment {
ApiProxy.clearEnvironmentForCurrentThread();
}
/**
* Unsets the test environment in all threads with best effort.
*
* <p>This method unsets the environment factory and clears the cached environment in the current
* thread (the main test runner thread). We do not clear the cache in spawned threads, even though
* they may be reused. This is not a problem as long as the appId stays the same: those threads
* are used only in AppEngine or BEAM tests, and expect the presence of an environment.
*/
public void unsetEnvironmentForAllThreads() {
unsetEnvironmentForCurrentThread();
try {
Method method = ApiProxy.class.getDeclaredMethod("clearEnvironmentFactory");
method.setAccessible(true);
@@ -24,7 +24,33 @@ import javax.persistence.criteria.CriteriaQuery;
/** Sub-interface of {@link TransactionManager} which defines JPA related methods. */
public interface JpaTransactionManager extends TransactionManager {
/** Returns the {@link EntityManager} for the current request. */
/**
* Returns a long-lived {@link EntityManager} not bound to a particular transaction.
*
* <p>Caller is responsible for closing the returned instance.
*/
EntityManager getStandaloneEntityManager();
/**
* Specifies a database snapshot exported by another transaction to use in the current
* transaction.
*
* <p>This is a Postgresql-specific feature. This method must be called before any other SQL
* commands in a transaction.
*
* <p>To support large queries, transaction isolation level is fixed at the REPEATABLE_READ to
* avoid exhausting predicate locks at the SERIALIZABLE level.
*
* @see google.registry.beam.common.DatabaseSnapshot
*/
// TODO(b/193662898): vendor-independent support for richer transaction semantics.
JpaTransactionManager setDatabaseSnapshot(String snapshotId);
/**
* Returns the {@link EntityManager} for the current request.
*
* <p>The returned instance is closed when the current transaction completes.
*/
EntityManager getEntityManager();
/**
@@ -120,6 +120,11 @@ public class JpaTransactionManagerImpl implements JpaTransactionManager {
emf.close();
}
@Override
public EntityManager getStandaloneEntityManager() {
return emf.createEntityManager();
}
@Override
public EntityManager getEntityManager() {
EntityManager entityManager = transactionInfo.get().entityManager;
@@ -131,6 +136,22 @@ public class JpaTransactionManagerImpl implements JpaTransactionManager {
return entityManager;
}
@Override
public JpaTransactionManager setDatabaseSnapshot(String snapshotId) {
// Postgresql-specific: 'set transaction' command must be called inside a transaction
assertInTransaction();
EntityManager entityManager = getEntityManager();
// Isolation is hardcoded to REPEATABLE READ, as specified by parent's Javadoc.
entityManager
.createNativeQuery("SET TRANSACTION ISOLATION LEVEL REPEATABLE READ")
.executeUpdate();
entityManager
.createNativeQuery(String.format("SET TRANSACTION SNAPSHOT '%s'", snapshotId))
.executeUpdate();
return this;
}
@Override
public <T> TypedQuery<T> query(String sqlString, Class<T> resultClass) {
return new DetachingTypedQuery<>(getEntityManager().createQuery(sqlString, resultClass));